Two quick tests from community questions. Neither needed new training: we added a simple rule on top of the trained AIs and replayed the same deals.
Can you beat Vivi by keeping your hand small?
2nd Vivi hBP09-070's Vivacious Vision gets +70 when you hold 7+ cards, and Vivi's forced draws push you toward deck-out. We gave each of the 18 meta AIs a rule: don't take draws that push your hand over the limit, and don't end your main phase over the limit while you can still play cards out. Vivi Overflow Stall v4F, 50 deals per matchup, 2,700 games.
| Opponents | Vivi wins | Opponent at 7+ cards when Vivi attacked | Vivi wins by deck-out |
|---|
| No rule | 63.3% | 80% of attacks | 40% |
| Keep hand at 6 or less | 65.2% | 76% | 25% |
| Keep hand at 5 or less | 62.2% | 72% | 22% |
Playing around doesn't beat Vivi (the differences are within about ±2). Most of the hand growth isn't the opponent's choice: it comes from their draw step and Vivi's forced draws, and their stage fills up, so there's nowhere to put cards.
It changes how Vivi wins (fewer deck-outs, more wins by life), not whether. It helped some matchups (Iroha, FUWAMOCO, Marine, Lamy) and hurt others (Kronii, Moona, Mio-oshi Baelz). The real counter is still a hand reset like Manager-chan or Borderline Evil Robot.
Should Vivi save her SP as a finisher?
Vivi's SP, Nice Vivi! Charming Vivi! Cool Vivi! (3 holo power, once per game, needs a 2nd Vivi in the center), shuffles both hands and all holomem and support cards in both archives back into the decks, then both players draw 7. The opponent is then at 7 cards, so Vivacious Vision hits for 190, but their deck refills. Same setup, 40 deals per matchup.
| How Vivi plays | Vivi wins |
|---|
| As trained | 63.0% |
| Use the SP whenever it's legal | 62.9% |
| Save 3 holo power all game for the SP | 41.1% |
| Save power only near the end, then use the SP | 62.1% |
The SP finisher adds no wins. The trained AI already uses the SP whenever it can, and it is rarely legal: it needs 3 holo power, and the 2-power draw skill Legendary Beauty (V) is the engine of the deck. Holding power for the SP all game costs about 22 points.
Saving power only for the finish tripled how often the SP fired, but mostly in games Vivi was already winning. Vivi loses by dying early, while the opponent's life is still high. The beatdown list, Vivi FLOW GLOW, showed the same thing (45.7% → 42.7%).